Quality Assurance & Testing

Ab Test Readout

Analyse a finished A/B test and write the readout — the result, whether it's statistically and practically significant, what it means, and the ship/no-ship call. Use when asked to analyse experiment results, write an A/B test readout, interpret test data, or decide whether to ship a variant. Produces a clear verdict with the lift and confidence, segment cuts, the risks (peeking, novelty, sample), and a recommendation. Distinct from planning a test — this reads results.

Publisher / source

mohitagw15856/pm-claude-skills (found on the CSV list)

Upstream record

mohitagw15856/pm-claude-skills

Version

Version 2

Published

2026-11-02

Publication review

Approved for publication · recorded passed scan 2026-11-02

Content fingerprint

9e28846a87834a72cdffac30963cea55b8fedf351aa371147494b2b692201d68